Siyuan Wang
42 papers · 2018–2026 · 11 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (82) π Academic Marathon Β· Sprint π Conference Polyglot Β· Gold π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Pioneer
π€
Dynamic Duo
(27)
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Keyword Champion
(2)
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Deep Specialist
(11)
π§¬
Topic Evolution
β
The Questioner
(2)
ποΈ
Keyword Collector
(220)
β‘
Prolific Year Β· Prolific
π₯
Unstoppable Β· Bronze
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Conference Pioneer
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Century Club Β· Bronze
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Renaissance Researcher
(7)
Venues
Top co-authors
Research topics
Artificial Intelligence
(31)
Core AI
(31)
Machine Learning
(24)
Deep Learning
(19)
Natural Language Processing
(16)
Learning Types Β· Machine Learning
(11)
Learning Types Β· Deep Learning
(10)
Application Areas
(8)
Optimization & Theory
(8)
Resources & Methods
(7)
Computer Vision
(6)
Applications
(6)
Models
(6)
Core Methods
(5)
Generation
(5)
Keywords
large language model
(9)
multimodal large language model
(4)
question generation
(3)
reinforcement learning
(3)
logical reasoning
(3)
knowledge distillation
(3)
multi-agent system
(3)
encoder-decoder model
(2)
vision-language model
(2)
speech representation
(2)
contrastive learning
(2)
knowledge graph
(2)
visual grounding
(2)
pre-trained language model
(2)
medical imaging
(2)
model compression
(2)
self-supervised learning
(2)
question answering
(2)
image captioning
(2)
text summarization
(2)
Papers
AutoJudger: An Agent-Driven Framework for Efficient Benchmarking of MLLMs
ACL 2026
Interleaved Latent Visual Reasoning with Selective Perceptual Modeling
ACL 2026
MAGNET: Towards Adaptive GUI Agents with Memory-Driven Knowledge Evolution
ACL 2026
OneSug: The Unified End-to-End Generative Framework for E-commerce Query Suggestion
AAAI 2026
PromptDepth: Efficient and Promptable Geometric 3D Vision Model for Embodied Intelligence
CVPR 2026
Ready Jurist One: Benchmarking Language Agents for Legal Intelligence in Dynamic Environments
ACL 2026
Rethinking Real Image Editing: Unleashing Diverse Editing Operators via Multi-Objective Optimization
WACV 2026
Simple-VGC: Enhancing Visual Grounding in Multimodal Reasoning via Adaptive Tool Composition
ACL 2026
Activating Distributed Visual Region within LLMs for Efficient and Effective Vision-Language Training and Inference
ACL 2025
Benchmark Self-Evolving: A Multi-Agent Framework for Dynamic LLM Evaluation
COLING 2025
Diagnosing Memorization in Chain-of-Thought Reasoning, One Token at a Time
EMNLP 2025
DLFR-Gen: Diffusion-based Video Generation with Dynamic Latent Frame Rate
ICCV 2025
HAF-RM: A Hybrid Alignment Framework for Reward Model Training
ACL 2025
How Jailbreak Defenses Work and Ensemble? A Mechanistic Investigation
EMNLP 2025
LongRoPE2: Near-Lossless LLM Context Window Scaling
ICML 2025
Multi-Agent Simulator Drives Language Models for Legal Intensive Interaction
NAACL 2025
Stepwise Informativeness Search for Improving LLM Reasoning
EMNLP 2025
Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive Tasks
AAAI 2025
ALaRM: Align Language Models via Hierarchical Rewards Modeling
ACL 2024
Can LLMs Reason with Rules? Logic Scaffolding for Stress-Testing and Improving LLMs
ACL 2024
Enhance Sketch Recognitionβs Explainability via Semantic Component-Level Parsing
AAAI 2024
From LLMs to MLLMs: Exploring the Landscape of Multimodal Jailbreaking
EMNLP 2024
In Search of the Long-Tail: Systematic Generation of Long-Tail Inferential Knowledge via Logical Rule Guided Search
EMNLP 2024
Multi-Objective Forward Reasoning and Multi-Reward Backward Refinement for Product Review Summarization
COLING 2024
Symbolic Working Memory Enhances Language Models for Complex Rule Application
EMNLP 2024
A Self-training Framework for Automated Medical Report Generation
EMNLP 2023
DistilXLSR: A Light Weight Cross-Lingual Speech Representation Model
Interspeech 2023
Fine-grained Medical Vision-Language Representation Learning for Radiology Report Generation
EMNLP 2023
Query Structure Modeling for Inductive Logical Reasoning Over Knowledge Graphs
ACL 2023
Task-Agnostic Structured Pruning of Speech Representation Models
Interspeech 2023
Analytical Reasoning of Text
NAACL 2022
A Structure-Aware Argument Encoder for Literature Discourse Analysis
COLING 2022
Locate Then Ask: Interpretable Stepwise Reasoning for Multi-hop Question Answering
COLING 2022
Logic-Driven Context Extension and Data Augmentation for Logical Reasoning of Text
ACL 2022
Negative Sample is Negative in Its Own Way: Tailoring Negative Sentences for Image-Text Retrieval
NAACL 2022
Mask Attention Networks: Rethinking and Strengthen Transformer
NAACL 2021
TCIC: Theme Concepts Learning Cross Language and Vision for Image Captioning
IJCAI 2021
An Enhanced Knowledge Injection Model for Commonsense Generation
COLING 2020
PathQG: Neural Question Generation from Facts
EMNLP 2020
A Multi-Agent Communication Framework for Question-Worthy Phrase Extraction and Question Generation
AAAI 2019
Bridging by Word: Image Grounded Vocabulary Construction for Visual Captioning
ACL 2019
A Reinforcement Learning Framework for Natural Question Generation using Bi-discriminators
COLING 2018